{"id":"W3024817396","doi":"","title":"Knock Knock….. Who's there? Supporting well-being and success for all","year":2020,"lang":"en","type":"article","venue":"Bond University Research Portal (Bond University)","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Gene knockin; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002856897,0.0001832875,0.000275279,0.0005031587,0.002551351,0.0002157561,0.0009194578,0.000206093,0.0006425805],"category_scores_gemma":[0.001257214,0.0002328765,0.0001394948,0.001065847,0.0006491892,0.001898246,0.0005343133,0.0006559445,0.00005047906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132882,"about_ca_system_score_gemma":0.0007196908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279322,"about_ca_topic_score_gemma":0.003779008,"domain_scores_codex":[0.99655,0.0007840588,0.0001816711,0.0006529422,0.0009981083,0.0008332599],"domain_scores_gemma":[0.9971668,0.001127599,0.0002362805,0.0002237746,0.0005359156,0.0007096364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007311713,0.0001746603,0.05020817,0.0001627927,0.0002707285,0.001070714,0.03384531,0.00003169658,0.0004965474,0.8438858,0.06622407,0.002898263],"study_design_scores_gemma":[0.001106619,0.0002086026,0.001989644,0.00003617942,0.00009366535,0.000001744579,0.07800342,0.0003425364,0.0001163662,0.001051842,0.9167337,0.0003156355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.39345,0.00004670721,0.0003350788,0.0227838,0.00007412488,0.0007455345,0.00003010656,0.0001505309,0.5823842],"genre_scores_gemma":[0.9300806,0.0002844218,0.001006197,0.0002432654,0.0001900762,3.548682e-7,0.0000273668,0.00002282564,0.06814491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8505097,"threshold_uncertainty_score":0.9987472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429718779242884,"score_gpt":0.415023649698684,"score_spread":0.2720517717743955,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}